Mirwaes Wahabzada

发表

Simplex Volume Maximization (SiVM): A matrix factorization algorithm with non-negative constrains and low computing demands for the interpretation of full spectral X-ray fluorescence imaging data

Christian Bauckhage, Kristian Kersting, Koen Janssens, 2017 .

Convex non-negative matrix factorization for massive datasets

Christian Bauckhage, Kristian Kersting, Christian Thurau, 2011, Knowledge and Information Systems.

Topic Models Conditioned on Relations

Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, 2010, ECML/PKDD.

Simplex Distributions for Embedding Data Matrices over Time

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2012, SDM.

Monitoring wound healing in a 3D wound model by hyperspectral imaging and efficient clustering

Anne-Katrin Mahlein, Mirwaes Wahabzada, Manuela Besser, 2017, PloS one.

Non-negative factor analysis supporting the interpretation of elemental distribution images acquired by XRF

Christian Bauckhage, Kristian Kersting, Matthias Alfeld, 2014 .

Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants

Christian Bauckhage, Kristian Kersting, Francisco Pinto, 2012, UAI.

Feeding the World with Big Data: Uncovering Spectral Characteristics and Dynamics of Stressed Plants

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2016, Computational Sustainability.

Pre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2012, AAAI.

Matrix Factorization as Search

Christian Bauckhage, Kristian Kersting, Christian Thurau, 2012, ECML/PKDD.

Hierarchical Convex NMF for Clustering Massive Data

Christian Bauckhage, Kristian Kersting, Christian Thurau, 2010, ACML.

Automated interpretation of 3D laserscanned point clouds for plant organ segmentation

Kristian Kersting, Anne-Katrin Mahlein, Stefan Paulus, 2015, BMC Bioinformatics.

Convex NMF on Non-Convex Massiv Data

Christian Bauckhage, Kristian Kersting, Christian Thurau, 2010, LWA.

Descriptive matrix factorization for sustainability Adopting the principle of opposites

Christian Bauckhage, Kristian Kersting, Christian Thurau, 2011, Data Mining and Knowledge Discovery.

Larger Residuals, Less Work: Active Document Scheduling for Latent Dirichlet Allocation

Kristian Kersting, Mirwaes Wahabzada, 2011, ECML/PKDD.

Plant Phenotyping using Probabilistic Topic Models: Uncovering the Hyperspectral Language of Plants

Christian Bauckhage, Anne-Katrin Mahlein, Erich-Christian Oerke, 2016, Scientific Reports.

More influence means less work: fast latent dirichlet allocation by influence scheduling

Christian Bauckhage, Kristian Kersting, Anja Pilz, 2011, CIKM '11.

Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!

Kristian Kersting, Uwe Rascher, Anne-Katrin Mahlein, 2019, Current opinion in plant biology.

Observation of plant-pathogen interaction by simultaneous hyperspectral imaging reflection and transmission measurements.

Uwe Rascher, Anne-Katrin Mahlein, Mirwaes Wahabzada, 2016, Functional plant biology : FPB.

Non-negative matrix factorization for the near real-time interpretation of absorption effects in elemental distribution images acquired by X-ray fluorescence imaging.

Christian Bauckhage, Kristian Kersting, Matthias Alfeld, 2016, Journal of synchrotron radiation.

Hyperspectral phenotyping on the microscopic scale: towards automated characterization of plant-pathogen interactions

Kristian Kersting, Anne-Katrin Mahlein, Erich-Christian Oerke, 2015, Plant Methods.

Spectral Patterns Reveal Early Resistance Reactions of Barley Against Blumeria graminis f. sp. hordei.

Kristian Kersting, Anne-Katrin Mahlein, Erich-Christian Oerke, 2017, Phytopathology.

“Deep Phenotyping” of Early Plant Response to Abiotic Stress Using Non-invasive Approaches in Barley

Christian Bauckhage, Kristian Kersting, Lutz Plümer, 2013 .

Hyperspectral imaging reveals the effect of sugar beet quantitative trait loci on Cercospora leaf spot resistance.

Kristian Kersting, Anne-Katrin Mahlein, Erich-Christian Oerke, 2016, Functional plant biology : FPB.

Metro Maps of Plant Disease Dynamics—Automated Mining of Differences Using Hyperspectral Images

Christian Bauckhage, Kristian Kersting, Anne-Katrin Mahlein, 2015, PloS one.